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Mobile apps›User acquisition

Lead ads with the product's "magic moment" (often an AI feature)

Features that make people react — PhotoRoom's AI background removal, Simply Draw bringing a child's drawing to life, Cal AI's photo-to-calories, Pingo's AI roasting pronunciation — make the best ad hooks, cut CAC and can unlock markets that never worked with paid ads.

Updated 2026-10-24·4 sources·user-acquisitionad-creativeaiproduct-led-growth

Lead ads with the product’s magic moment

TL;DR

  • Put the never-seen-before feature in the first ~6 seconds of the ad (PhotoRoom’s finding).1
  • PhotoRoom’s AI background feature raised in-app subscriber conversion and ad performance enough to unlock Mexico, Brazil, Indonesia, where paid UA hadn’t been profitable.12
  • Mine real usage for creatives: Simply builds many ads from moments users love — e.g. Simply Draw’s AI animation of a child’s drawing, which parents share organically.34
  • Design features with distribution in mind: “would this make a good TikTok?” / write the launch tweet before building (ElevenLabs).56
  • Make the demo itself the entertainment: Pingo’s creators mispronounce words on camera and the AI roasts them — $500k/month and 1B+ views, competing with Duolingo.7

Details

Why it works. A tenth calorie tracker or language app gets scrolled past; a capability the viewer hasn’t seen earns attention and a click (Phil Carter). Cal AI is the classic case — the hook was “just take a photo of your meal”.28

Simply Draw (2026). Animating the drawing a kid just finished during the first-time experience made kids run to show parents, parents saw “positive screen time” and conversion rose; the same moment became ad creative and organic Instagram shares.34

Process. When a feature ships and users react strongly, test it as an ad concept immediately; conversely, prioritise roadmap items that produce a shareable 3-second demo — but beware building gimmicks that make good videos and don’t retain (David Barnard’s caveat).56

Disagreements / caveats

  • PhotoRoom’s numbers are relayed second-hand by Phil (from his podcast with Olivier Lemery), not quantified.
  • Novelty decays: once every competitor ships the same AI feature, the hook stops working (David Barnard on Cal AI’s copycats).9

See also

Footnotes

  1. The AI Growth Playbook for Subscription Apps – Phil Carter, Elemental Growth @ 43:44 — Phil Carter ↩ ↩2

  2. The AI Growth Playbook for Subscription Apps – Phil Carter, Elemental Growth @ 44:54 — Phil Carter ↩ ↩2

  3. How Simply Finally Cracked Facebook Ads with Web Funnels – Yoav Sharon, Simply @ 59:58 — Yoav Sharon ↩ ↩2

  4. How Simply Finally Cracked Facebook Ads with Web Funnels – Yoav Sharon, Simply @ 1:00:46 — Yoav Sharon ↩ ↩2

  5. The AI Growth Playbook for Subscription Apps – Phil Carter, Elemental Growth @ 36:58 — David Barnard ↩ ↩2

  6. The AI Growth Playbook for Subscription Apps – Phil Carter, Elemental Growth @ 37:44 — Phil Carter ↩ ↩2

  7. 1,000 Hours of Studying The Most Profitable Apps in 17 Minutes @ 11:09 — Joseph Choi ↩

  8. The AI Growth Playbook for Subscription Apps – Phil Carter, Elemental Growth @ 38:42 — David Barnard ↩

  9. Make Ugly Ads to Grow Your App – Yuliya Lennox (Solid Starts) @ 52:27 — David Barnard ↩